# Introduction:
Department

Here are preliminary results of the bibliometric mapping of the 2022 Luxembourg research evaluation. Its purpose is:

The method for the research-field-mapping can be reiviewed here:

Rakas, M., & Hain, D. S. (2019). The state of innovation system research: What happens beneath the surface?. Research Policy, 48(9), 103787.

Seed Articles

The seed articles deemed representative for the active areas of research in the institution, and include authors affiliated with the institution. They can be selected in three ways:

  1. Via bibliographic clustering of the institutions publications and selection of most central articles per cluster (only clsuters where n >= 0.05N). Selection can be found at https://github.com/daniel-hain/biblio_lux_2022/blob/master/output/seed/scopus_list_itis_seed.csv
  2. Manual selection of relevant publications.
  3. A combination of 1. and 2.

The present analysis is based on the following seed articles:

AU PY TI JI
DA SILVA SERAPIÃO LEAL G;GU… 2020 A SEMI-AUTOMATED SYSTEM FOR INTEROPERABILITY ASSESSMENT: AN ONTOLOGY-BASED APPROACH ENTERP. INF. SYST.
REZGUI D;BOUZIRI H;AGGOUNE-… 2019 A HYBRID EVOLUTIONARY ALGORITHM FOR SMART FREIGHT DELIVERY WITH ELECTRIC MODULAR VEHICLES PROC. IEEE/ACS INT. CONF. C…
LAHURE C;MAQUIL V 2018 SLOWING DOWN INTERACTIONS ON TANGIBLE TABLETOP INTERFACES: A COMPARATIVE USER STUDY IN THE CONTEX… I-COM
BARAFORT B;SHRESTHA A;CORTI… 2018 A SOFTWARE ARTEFACT TO SUPPORT STANDARD-BASED PROCESS ASSESSMENT: EVOLUTION OF THE TIPA® FRAMEWOR… COMPUT STAND INTERFACES
VAN GILS B;PROPER HA 2018 ENTERPRISE MODELLING IN THE AGE OF DIGITAL TRANSFORMATION LECT. NOTES BUS. INF. PROCESS.
MAYER N;FELTUS C 2017 EVALUATION OF THE RISK AND SECURITY OVERLAY OF ARCHIMATE TO MODEL INFORMATION SYSTEM SECURITY RISKS PROC IEE INT. ENTERPRISE DI…

General Overview over articles

Main Indicators: Publications, Authors, Countries (Tabular)

## 
## 
## MAIN INFORMATION ABOUT DATA
## 
##  Timespan                              2016 : 2021 
##  Sources (Journals, Books, etc)        2129 
##  Documents                             5556 
##  Average years from publication        3.31 
##  Average citations per documents       13.91 
##  Average citations per year per doc    2.986 
##  References                            221920 
##  
## DOCUMENT TYPES                     
##  article               3454 
##  book                  4 
##  book chapter          92 
##  conference paper      1867 
##  data paper            1 
##  editorial             11 
##  letter                1 
##  note                  12 
##  retracted             2 
##  review                111 
##  short survey          1 
##  
## DOCUMENT CONTENTS
##  Keywords Plus (ID)                    20987 
##  Author's Keywords (DE)                14174 
##  
## AUTHORS
##  Authors                               15112 
##  Author Appearances                    20872 
##  Authors of single-authored documents  304 
##  Authors of multi-authored documents   14808 
##  
## AUTHORS COLLABORATION
##  Single-authored documents             336 
##  Documents per Author                  0.368 
##  Authors per Document                  2.72 
##  Co-Authors per Documents              3.76 
##  Collaboration Index                   2.84 
##  
## 
## Annual Scientific Production
## 
##  Year    Articles
##     2016      703
##     2017      812
##     2018      891
##     2019     1139
##     2020     1105
##     2021      906
## 
## Annual Percentage Growth Rate 5.204562 
## 
## 
## Most Productive Authors
## 
##    Authors        Articles Authors        Articles Fractionalized
## 1     WANG Y            29  PROPER HA                       10.53
## 2     PANETTO H         26  WANG Y                           7.80
## 3     PROPER HA         25  FELTUS C                         7.63
## 4     LAPORTE G         23  TANG Q                           7.60
## 5     TAMISIER T        23  TAMISIER T                       7.52
## 6     FELTUS C          21  LAPORTE G                        7.28
## 7     KHADRAOUI D       21  PANETTO H                        7.17
## 8     LI Y              21  KARAGIANNIS D                    6.12
## 9     SANDKUHL K        20  BORK D                           5.95
## 10    KUBICKI S         19  VARGO SL                         5.92
## 
## 
## Top manuscripts per citations
## 
##                                      Paper                                     DOI   TC TCperYear   NTC
## 1  VARGO SL, 2016, J ACAD MARK SCI                  10.1007/s11747-015-0456-3      1515     216.4 55.94
## 2  VARGO SL, 2017, INT J RES MARK                   10.1016/j.ijresmar.2016.11.001  522      87.0 24.61
## 3  DORLING K, 2017, IEEE TRANS SYST MAN CYBERN SYST 10.1109/TSMC.2016.2582745       447      74.5 21.07
## 4  VENABLE J, 2016, EUR J INF SYST                  10.1057/ejis.2014.36            393      56.1 14.51
## 5  STORBACKA K, 2016, J BUS RES                     10.1016/j.jbusres.2016.02.034   370      52.9 13.66
## 6  HIERMANN G, 2016, EUR J OPER RES                 10.1016/j.ejor.2016.01.038      270      38.6  9.97
## 7  LEWIS JR, 2018, INT J HUM-COMPUT INTERACT-a      10.1080/10447318.2018.1455307   261      52.2 14.96
## 8  RAMASWAMY V, 2018, J BUS RES                     10.1016/j.jbusres.2017.11.027   224      44.8 12.84
## 9  KESKIN M, 2016, TRANSP RES PART C EMERG TECHNOL  10.1016/j.trc.2016.01.013       216      30.9  7.98
## 10 CHATHOTH PK, 2016, INT J CONTEMP HOSP MANAGE     10.1108/IJCHM-10-2014-0526      202      28.9  7.46
## 
## 
## Corresponding Author's Countries
## 
##           Country Articles   Freq SCP MCP MCP_Ratio
## 1  CHINA               391 0.1116 270 121     0.309
## 2  USA                 388 0.1108 310  78     0.201
## 3  GERMANY             298 0.0851 245  53     0.178
## 4  ITALY               175 0.0500 119  56     0.320
## 5  UNITED KINGDOM      158 0.0451  93  65     0.411
## 6  SPAIN               129 0.0368  79  50     0.388
## 7  LUXEMBOURG          124 0.0354  64  60     0.484
## 8  AUSTRALIA           121 0.0345  75  46     0.380
## 9  NETHERLANDS         117 0.0334  75  42     0.359
## 10 FRANCE              109 0.0311  54  55     0.505
## 
## 
## SCP: Single Country Publications
## 
## MCP: Multiple Country Publications
## 
## 
## Total Citations per Country
## 
##      Country      Total Citations Average Article Citations
## 1  USA                       8140                     20.98
## 2  CHINA                     6409                     16.39
## 3  GERMANY                   3684                     12.36
## 4  AUSTRALIA                 2920                     24.13
## 5  ITALY                     2596                     14.83
## 6  UNITED KINGDOM            2386                     15.10
## 7  FRANCE                    2171                     19.92
## 8  NETHERLANDS               1867                     15.96
## 9  SPAIN                     1679                     13.02
## 10 CANADA                    1618                     20.23
## 
## 
## Most Relevant Sources
## 
##                                                                                                                          Sources       
## 1  LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS)
## 2  LECTURE NOTES IN BUSINESS INFORMATION PROCESSING                                                                                    
## 3  SUSTAINABILITY (SWITZERLAND)                                                                                                        
## 4  PROCEEDINGS OF THE ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES                                                        
## 5  ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES                                                                                      
## 6  COMPUTERS AND OPERATIONS RESEARCH                                                                                                   
## 7  EUROPEAN JOURNAL OF OPERATIONAL RESEARCH                                                                                            
## 8  IEEE ACCESS                                                                                                                         
## 9  CEUR WORKSHOP PROCEEDINGS                                                                                                           
## 10 CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS - PROCEEDINGS                                                                      
##    Articles
## 1       193
## 2        89
## 3        88
## 4        84
## 5        74
## 6        55
## 7        55
## 8        53
## 9        48
## 10       48
## 
## 
## Most Relevant Keywords
## 
##    Author Keywords (DE)      Articles Keywords-Plus (ID)     Articles
## 1    VALUE CO-CREATION            158    VEHICLE ROUTING          499
## 2    VEHICLE ROUTING PROBLEM      151    FEMALE                   405
## 3    VEHICLE ROUTING              136    HUMAN                    403
## 4    DESIGN SCIENCE RESEARCH      127    VEHICLES                 402
## 5    SERVICE-DOMINANT LOGIC       127    MALE                     374
## 6    ONTOLOGY                     119    INFORMATION SYSTEMS      350
## 7    USABILITY                    119    HUMANS                   321
## 8    ENTERPRISE ARCHITECTURE       98    ARTICLE                  301
## 9    CO-CREATION                   91    ADULT                    299
## 10   DESIGN SCIENCE                88    OPTIMIZATION             276

Main Indicators: Publications, Authors, Countries (Graphical)

Cited references

Top 20 cited references (by corpus documents):

CR n
VARGO, S.L., LUSCH, R.F., SERVICE-DOMINANT LOGIC: CONTINUING THE EVOLUTION (2008) JOURNAL OF THE ACADEMY OF MARKETING SCIENCE, 36 (1), PP. 1-10 276
VARGO, S.L., LUSCH, R.F., EVOLVING TO A NEW DOMINANT LOGIC FOR MARKETING (2004) JOURNAL OF MARKETING, 68 (1), PP. 1-17 242
VARGO, S.L., LUSCH, R.F., INSTITUTIONS AND AXIOMS: AN EXTENSION AND UPDATE OF SERVICE-DOMINANT LOGIC (2016) JOURNAL OF THE ACADEMY OF MARKETING SCIENCE, 44 (1), PP. 5-23 213
GRÖNROOS, C., VOIMA, P., CRITICAL SERVICE LOGIC: MAKING SENSE OF VALUE CREATION AND CO-CREATION (2013) JOURNAL OF THE ACADEMY OF MARKETING SCIENCE, 41 (2), PP. 133-150 205
HEVNER, A.R., MARCH, S.T., PARK, J., RAM, S., DESIGN SCIENCE IN INFORMATION SYSTEMS RESEARCH (2004) MIS QUARTERLY, 28 (1), PP. 75-105 158
PEFFERS, K., TUUNANEN, T., ROTHENBERGER, M.A., CHATTERJEE, S., A DESIGN SCIENCE RESEARCH METHODOLOGY FOR INFORMATION SYSTEMS RESEARCH (2007) JOURNAL OF MANAGEMENT INFORMATION SYSTEMS, 24 (3), PP. 45-77 150
SOLOMON, M.M., ALGORITHMS FOR THE VEHICLE ROUTING AND SCHEDULING PROBLEMS WITH TIME WINDOW CONSTRAINTS (1987) OPERATIONS RESEARCH, 35 (2), PP. 254-265 125
HART, S.G., NASA-TASK LOAD INDEX (NASA-TLX) 120
PAYNE, A.F., STORBACKA, K., FROW, P., MANAGING THE CO-CREATION OF VALUE (2008) JOURNAL OF THE ACADEMY OF MARKETING SCIENCE, 36 (1), PP. 83-96 105
VARGO, S.L., MAGLIO, P.P., AKAKA, M.A., ON VALUE AND VALUE CO-CREATION: A SERVICE SYSTEMS AND SERVICE LOGIC PERSPECTIVE (2008) EUROPEAN MANAGEMENT JOURNAL, 26 (3), PP. 145-152 102
EDVARDSSON, B., TRONVOLL, B., GRUBER, T., EXPANDING UNDERSTANDING OF SERVICE EXCHANGE AND VALUE CO-CREATION: A SOCIAL CONSTRUCTION APPROACH (2011) JOURNAL OF THE ACADEMY OF MARKETING SCIENCE, 39 (2), PP. 327-339 99
PRAHALAD, C.K., RAMASWAMY, V., CO-CREATION EXPERIENCES: THE NEXT PRACTICE IN VALUE CREATION (2004) JOURNAL OF INTERACTIVE MARKETING, 18 (3), PP. 5-14 92
GRÖNROOS, C., VALUE CO-CREATION IN SERVICE LOGIC: A CRITICAL ANALYSIS (2011) MARKETING THEORY, 11 (3), PP. 279-301 90
SOLOMON, M.M., ALGORITHMS FOR THE VEHICLE ROUTING AND SCHEDULING PROBLEMS WITH TIME WINDOW CONSTRAINTS (1987) OPER. RES., 35 (2), PP. 254-265 89
CHANDLER, J.D., VARGO, S.L., CONTEXTUALIZATION AND VALUE-IN-CONTEXT: HOW CONTEXT FRAMES EXCHANGE (2011) MARKETING THEORY, 11 (1), PP. 35-49 88
BROOKE, J., SUS-A QUICK AND DIRTY USABILITY SCALE (1996) USABILITY EVALUATION IN INDUSTRY, 189 (194), PP. 4-7 78
LUSCH, R.F., NAMBISAN, S., SERVICE INNOVATION: A SERVICE-DOMINANT LOGIC PERSPECTIVE (2015) MIS QUARTERLY, 39 (1), PP. 155-175 78
VARGO, S.L., LUSCH, R.F., SERVICE-DOMINANT LOGIC 2025 (2017) INTERNATIONAL JOURNAL OF RESEARCH IN MARKETING, 34 (1), PP. 46-67 77
GREGOR, S., HEVNER, A.R., POSITIONING AND PRESENTING DESIGN SCIENCE RESEARCH FOR MAXIMUM IMPACT (2013) MIS QUARTERLY, 37 (2), PP. 337-355 75
SCHNEIDER, M., STENGER, A., GOEKE, D., THE ELECTRIC VEHICLE-ROUTING PROBLEM WITH TIME WINDOWS AND RECHARGING STATIONS (2014) TRANSPORTATION SCIENCE, 48 (4), PP. 500-520 71

Additional analysis

Authors, Themes & Journals

Endnotes

All results are preliminary so far…